IoT attack detection on IoTID20
99.99AccuracyEnsemble-based Extra Trees classifier
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ensemble-based Extra Trees classifiermode=5 Classes2025.10 | 99.99 | 99.99 | 99.99 | 99.99 | |
| Combined ET, DNN, RF2025.10 | 99 | — | 99.04 | — | |
| Ensemble MLYear=20202025.10 | 87 | 87 | 87 | 87 | |
| XGBoostYear=20222025.10 | 83.71 | 68.8 | 83.06 | 82.16 |